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[] Udemy - Bayesian Machine Learning in Python AB Testing

  • 收录时间:2020-12-24 23:44:24
  • 文件大小:1GB
  • 下载次数:4
  • 最近下载:2021-01-03 23:35:03
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文件列表

  1. 7. Appendix FAQ/2. Windows-Focused Environment Setup 2018.mp4 186MB
  2. 7. Appendix FAQ/8. Proof that using Jupyter Notebook is the same as not using it.mp4 78MB
  3. 4. Traditional AB Testing/9. CTR AB Test in Code.mp4 57MB
  4. 2. The High-Level Picture/2. What is Bayesian Machine Learning.mp4 55MB
  5. 6. Practice Makes Perfect/6. The most important quiz of all - Obtaining an infinite amount of practice.mp4 50MB
  6. 7. Appendix FAQ/3. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4 44MB
  7. 5. Bayesian AB Testing/2. More about the Explore-Exploit Dilemma.mp4 44MB
  8. 7. Appendix FAQ/7. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4 39MB
  9. 2. The High-Level Picture/1. Real-World Examples of AB Testing.mp4 39MB
  10. 7. Appendix FAQ/12. BONUS Where to get Udemy coupons and FREE deep learning material.mp4 38MB
  11. 7. Appendix FAQ/11. What order should I take your courses in (part 2).mp4 38MB
  12. 1. Introduction and Outline/2. Where to get the code for this course.mp4 30MB
  13. 7. Appendix FAQ/10. What order should I take your courses in (part 1).mp4 29MB
  14. 1. Introduction and Outline/1. What's this course all about.mp4 29MB
  15. 1. Introduction and Outline/3. How to succeed in this course.mp4 28MB
  16. 6. Practice Makes Perfect/2. Intro to Exercises on Conjugate Priors.mp4 28MB
  17. 7. Appendix FAQ/4. How to Code by Yourself (part 1).mp4 25MB
  18. 5. Bayesian AB Testing/7. Bayesian AB Testing in Code.mp4 19MB
  19. 3. Bayes Rule and Probability Review/9. Suggestion Box.mp4 16MB
  20. 3. Bayes Rule and Probability Review/7. Confidence Intervals.mp4 15MB
  21. 5. Bayesian AB Testing/3. The Epsilon-Greedy Solution.mp4 15MB
  22. 7. Appendix FAQ/5. How to Code by Yourself (part 2).mp4 15MB
  23. 3. Bayes Rule and Probability Review/1. Bayes Rule Review.mp4 15MB
  24. 7. Appendix FAQ/6. How to Succeed in this Course (Long Version).mp4 13MB
  25. 5. Bayesian AB Testing/11. Confidence Interval Approximation vs. Beta Posterior.mp4 12MB
  26. 5. Bayesian AB Testing/5. Conjugate Priors.mp4 11MB
  27. 4. Traditional AB Testing/4. Test Characteristics, Assumptions, and Modifications.mp4 10MB
  28. 3. Bayes Rule and Probability Review/8. What is the Bayesian Paradigm.mp4 10MB
  29. 5. Bayesian AB Testing/12. Adaptive Ad Server Exercise.mp4 9MB
  30. 4. Traditional AB Testing/8. AB Test for Click-Through Rates (Chi-Square Test).mp4 9MB
  31. 6. Practice Makes Perfect/4. Exercise Gaussians.mp4 9MB
  32. 4. Traditional AB Testing/6. t-test Exercise.mp4 9MB
  33. 6. Practice Makes Perfect/5. Exercise Gaussian Implementation.mp4 8MB
  34. 7. Appendix FAQ/9. Python 2 vs Python 3.mp4 8MB
  35. 4. Traditional AB Testing/2. Simple AB Testing Recipe.mp4 8MB
  36. 5. Bayesian AB Testing/9. Finding a Threshold Without P-Values.mp4 8MB
  37. 5. Bayesian AB Testing/10. Thompson Sampling Convergence Demo.mp4 8MB
  38. 3. Bayes Rule and Probability Review/5. Maximum Likelihood - Mean of a Gaussian.mp4 8MB
  39. 5. Bayesian AB Testing/4. UCB1.mp4 7MB
  40. 3. Bayes Rule and Probability Review/4. Imbalanced Classes.mp4 7MB
  41. 4. Traditional AB Testing/1. AB Testing Problem Setup.mp4 7MB
  42. 3. Bayes Rule and Probability Review/6. Maximum Likelihood - Click-Through Rate.mp4 7MB
  43. 5. Bayesian AB Testing/6. Bayesian AB Testing.mp4 7MB
  44. 5. Bayesian AB Testing/1. Explore vs. Exploit.mp4 6MB
  45. 4. Traditional AB Testing/13. AB Testing Pitfalls.mp4 6MB
  46. 4. Traditional AB Testing/3. P-Values.mp4 6MB
  47. 3. Bayes Rule and Probability Review/3. The Monty Hall Problem.mp4 6MB
  48. 4. Traditional AB Testing/14. Traditional AB Testing Summary.mp4 6MB
  49. 4. Traditional AB Testing/5. t-test in Code.mp4 6MB
  50. 7. Appendix FAQ/1. What is the Appendix.mp4 5MB
  51. 4. Traditional AB Testing/12. Statistical Power.mp4 5MB
  52. 4. Traditional AB Testing/10. Chi-Square Exercise.mp4 4MB
  53. 5. Bayesian AB Testing/8. The Online Nature of Bayesian AB Testing.mp4 4MB
  54. 6. Practice Makes Perfect/3. Exercise Die Roll.mp4 4MB
  55. 4. Traditional AB Testing/11. ABCD… Testing - The Bonferroni Correction.mp4 4MB
  56. 6. Practice Makes Perfect/1. Exercise Compare different strategies.mp4 3MB
  57. 3. Bayes Rule and Probability Review/2. Simple Probability Problem.mp4 3MB
  58. 4. Traditional AB Testing/7. 0.01 vs 0.011 - Why should we care.mp4 3MB
  59. 7. Appendix FAQ/7. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.srt 32KB
  60. 7. Appendix FAQ/11. What order should I take your courses in (part 2).srt 23KB
  61. 7. Appendix FAQ/4. How to Code by Yourself (part 1).srt 23KB
  62. 7. Appendix FAQ/2. Windows-Focused Environment Setup 2018.srt 20KB
  63. 7. Appendix FAQ/10. What order should I take your courses in (part 1).srt 16KB
  64. 2. The High-Level Picture/2. What is Bayesian Machine Learning.srt 15KB
  65. 7. Appendix FAQ/6. How to Succeed in this Course (Long Version).srt 15KB
  66. 7. Appendix FAQ/3. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.srt 14KB
  67. 7. Appendix FAQ/8. Proof that using Jupyter Notebook is the same as not using it.srt 14KB
  68. 7. Appendix FAQ/5. How to Code by Yourself (part 2).srt 13KB
  69. 3. Bayes Rule and Probability Review/7. Confidence Intervals.srt 13KB
  70. 6. Practice Makes Perfect/6. The most important quiz of all - Obtaining an infinite amount of practice.srt 13KB
  71. 3. Bayes Rule and Probability Review/1. Bayes Rule Review.srt 12KB
  72. 5. Bayesian AB Testing/2. More about the Explore-Exploit Dilemma.srt 10KB
  73. 2. The High-Level Picture/1. Real-World Examples of AB Testing.srt 10KB
  74. 4. Traditional AB Testing/4. Test Characteristics, Assumptions, and Modifications.srt 10KB
  75. 5. Bayesian AB Testing/5. Conjugate Priors.srt 9KB
  76. 1. Introduction and Outline/3. How to succeed in this course.srt 9KB
  77. 7. Appendix FAQ/12. BONUS Where to get Udemy coupons and FREE deep learning material.srt 8KB
  78. 6. Practice Makes Perfect/2. Intro to Exercises on Conjugate Priors.srt 8KB
  79. 4. Traditional AB Testing/8. AB Test for Click-Through Rates (Chi-Square Test).srt 8KB
  80. 5. Bayesian AB Testing/12. Adaptive Ad Server Exercise.srt 8KB
  81. 1. Introduction and Outline/2. Where to get the code for this course.srt 8KB
  82. 4. Traditional AB Testing/9. CTR AB Test in Code.srt 7KB
  83. 5. Bayesian AB Testing/7. Bayesian AB Testing in Code.srt 7KB
  84. 4. Traditional AB Testing/6. t-test Exercise.srt 7KB
  85. 6. Practice Makes Perfect/4. Exercise Gaussians.srt 7KB
  86. 4. Traditional AB Testing/2. Simple AB Testing Recipe.srt 7KB
  87. 4. Traditional AB Testing/1. AB Testing Problem Setup.srt 6KB
  88. 3. Bayes Rule and Probability Review/5. Maximum Likelihood - Mean of a Gaussian.srt 6KB
  89. 5. Bayesian AB Testing/9. Finding a Threshold Without P-Values.srt 6KB
  90. 3. Bayes Rule and Probability Review/8. What is the Bayesian Paradigm.srt 6KB
  91. 7. Appendix FAQ/9. Python 2 vs Python 3.srt 6KB
  92. 5. Bayesian AB Testing/4. UCB1.srt 6KB
  93. 1. Introduction and Outline/1. What's this course all about.srt 6KB
  94. 3. Bayes Rule and Probability Review/6. Maximum Likelihood - Click-Through Rate.srt 6KB
  95. 3. Bayes Rule and Probability Review/4. Imbalanced Classes.srt 6KB
  96. 5. Bayesian AB Testing/1. Explore vs. Exploit.srt 5KB
  97. 3. Bayes Rule and Probability Review/3. The Monty Hall Problem.srt 5KB
  98. 5. Bayesian AB Testing/6. Bayesian AB Testing.srt 5KB
  99. 4. Traditional AB Testing/13. AB Testing Pitfalls.srt 5KB
  100. 4. Traditional AB Testing/14. Traditional AB Testing Summary.srt 5KB
  101. 4. Traditional AB Testing/3. P-Values.srt 5KB
  102. 5. Bayesian AB Testing/11. Confidence Interval Approximation vs. Beta Posterior.srt 5KB
  103. 3. Bayes Rule and Probability Review/9. Suggestion Box.srt 5KB
  104. 4. Traditional AB Testing/12. Statistical Power.srt 4KB
  105. 5. Bayesian AB Testing/3. The Epsilon-Greedy Solution.srt 4KB
  106. 7. Appendix FAQ/1. What is the Appendix.srt 4KB
  107. 5. Bayesian AB Testing/8. The Online Nature of Bayesian AB Testing.srt 3KB
  108. 5. Bayesian AB Testing/10. Thompson Sampling Convergence Demo.srt 3KB
  109. 6. Practice Makes Perfect/3. Exercise Die Roll.srt 3KB
  110. 4. Traditional AB Testing/10. Chi-Square Exercise.srt 3KB
  111. 4. Traditional AB Testing/5. t-test in Code.srt 3KB
  112. 4. Traditional AB Testing/11. ABCD… Testing - The Bonferroni Correction.srt 3KB
  113. 6. Practice Makes Perfect/1. Exercise Compare different strategies.srt 3KB
  114. 3. Bayes Rule and Probability Review/2. Simple Probability Problem.srt 3KB
  115. 6. Practice Makes Perfect/5. Exercise Gaussian Implementation.srt 3KB
  116. 4. Traditional AB Testing/7. 0.01 vs 0.011 - Why should we care.srt 2KB
  117. 0. Websites you may like/[DesireCourse.Net].url 51B
  118. 1. Introduction and Outline/[DesireCourse.Net].url 51B
  119. 3. Bayes Rule and Probability Review/[DesireCourse.Net].url 51B
  120. 6. Practice Makes Perfect/[DesireCourse.Net].url 51B
  121. [DesireCourse.Net].url 51B
  122. 0. Websites you may like/[CourseClub.Me].url 48B
  123. 1. Introduction and Outline/[CourseClub.Me].url 48B
  124. 3. Bayes Rule and Probability Review/[CourseClub.Me].url 48B
  125. 6. Practice Makes Perfect/[CourseClub.Me].url 48B
  126. [CourseClub.Me].url 48B